[Only including dataset "Train"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "Test"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
target
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
7
0.01
40
-0.01
26
0.01
39
0.01
35
-0.01
1
-0.01
50
-0.01
31
0.01
29
-0.00
51
-0.00
25
0.00
38
-0.00
41
-0.00
28
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.00
MOST FREQUENT VALUES
20.10747173804365
1
<0.1%
34.05075505374558
1
<0.1%
96.58351018166697
1
<0.1%
10.067023437176791
1
<0.1%
40.41466730062315
1
<0.1%
49.90565222780609
1
<0.1%
89.04011227975302
1
<0.1%
76.0652771737827
1
<0.1%
89.06523957099789
1
<0.1%
92.37812020683508
1
<0.1%
12.96697859178363
1
<0.1%
21.4902337518186
1
<0.1%
29.80582980546921
1
<0.1%
23.03700949927472
1
<0.1%
20.04273536216372
1
<0.1%
SMALLEST VALUES
0.002634463140605
1
<0.1%
0.0027491220042641
1
<0.1%
0.0034042148618906
1
<0.1%
0.0043949662204445
1
<0.1%
0.0054634079727389
1
<0.1%
0.0087206643435311
1
<0.1%
0.0092733657437116
1
<0.1%
0.0147452672416448
1
<0.1%
0.0162123897882948
1
<0.1%
0.0172207967819693
1
<0.1%
0.0209275730620905
1
<0.1%
0.0217284108390725
1
<0.1%
0.0247256740263379
1
<0.1%
0.0257184793977627
1
<0.1%
0.0264041170714213
1
<0.1%
LARGEST VALUES
99.99948227942228
1
<0.1%
99.99792580735524
1
<0.1%
99.9976530084385
1
<0.1%
99.99590583389764
1
<0.1%
99.9940432308561
1
<0.1%
99.99331131990516
1
<0.1%
99.99314702636168
1
<0.1%
99.9930085249488
1
<0.1%
99.9905285334766
1
<0.1%
99.98796741777964
1
<0.1%
99.98766470038612
1
<0.1%
99.986041858432
1
<0.1%
99.98598865413592
1
<0.1%
99.985977408009
1
<0.1%
99.98556116686056
1
<0.1%
0
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
34
0.01
21
-0.01
6
0.01
5
-0.01
7
0.01
31
0.01
45
-0.01
17
0.01
26
0.01
49
0.00
36
-0.00
23
0.00
44
-0.00
35
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.01
MOST FREQUENT VALUES
416
223
0.2%
27
0.3%
413
223
0.2%
16
0.2%
153
219
0.2%
18
0.2%
340
214
0.2%
19
0.2%
212
212
0.2%
18
0.2%
78
211
0.2%
15
0.1%
349
211
0.2%
15
0.1%
440
208
0.2%
9
<0.1%
431
207
0.2%
22
0.2%
5
206
0.2%
16
0.2%
334
206
0.2%
21
0.2%
161
206
0.2%
14
0.1%
322
206
0.2%
29
0.3%
13
205
0.2%
16
0.2%
244
205
0.2%
13
0.1%
SMALLEST VALUES
0
200
0.2%
16
0.2%
1
178
0.2%
15
0.1%
2
203
0.2%
19
0.2%
3
195
0.2%
16
0.2%
4
173
0.2%
21
0.2%
5
206
0.2%
16
0.2%
6
189
0.2%
22
0.2%
7
184
0.2%
26
0.3%
8
181
0.2%
23
0.2%
9
189
0.2%
17
0.2%
10
189
0.2%
24
0.2%
11
203
0.2%
21
0.2%
12
151
0.2%
16
0.2%
13
205
0.2%
16
0.2%
14
182
0.2%
21
0.2%
LARGEST VALUES
499
172
0.2%
11
0.1%
498
173
0.2%
23
0.2%
497
176
0.2%
13
0.1%
496
187
0.2%
15
0.1%
495
195
0.2%
19
0.2%
494
175
0.2%
18
0.2%
493
158
0.2%
21
0.2%
492
188
0.2%
20
0.2%
491
186
0.2%
16
0.2%
490
165
0.2%
20
0.2%
489
181
0.2%
19
0.2%
488
174
0.2%
23
0.2%
487
182
0.2%
21
0.2%
486
172
0.2%
29
0.3%
485
168
0.2%
22
0.2%
1
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
33
0.01
47
-0.01
42
0.01
39
0.01
51
0.01
7
0.01
target
-0.01
32
0.01
35
-0.01
29
-0.00
24
-0.00
3
-0.00
48
-0.00
6
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.00
MOST FREQUENT VALUES
457
227
0.3%
18
0.2%
278
220
0.2%
22
0.2%
274
213
0.2%
19
0.2%
399
213
0.2%
25
0.2%
341
212
0.2%
21
0.2%
150
212
0.2%
11
0.1%
46
212
0.2%
25
0.2%
425
211
0.2%
23
0.2%
423
211
0.2%
25
0.2%
271
210
0.2%
27
0.3%
402
210
0.2%
24
0.2%
403
210
0.2%
19
0.2%
298
210
0.2%
22
0.2%
89
210
0.2%
24
0.2%
383
208
0.2%
19
0.2%
SMALLEST VALUES
0
184
0.2%
22
0.2%
1
195
0.2%
21
0.2%
2
167
0.2%
23
0.2%
3
175
0.2%
15
0.1%
4
178
0.2%
19
0.2%
5
195
0.2%
17
0.2%
6
165
0.2%
21
0.2%
7
167
0.2%
15
0.1%
8
185
0.2%
21
0.2%
9
183
0.2%
12
0.1%
10
173
0.2%
21
0.2%
11
188
0.2%
18
0.2%
12
175
0.2%
20
0.2%
13
184
0.2%
31
0.3%
14
190
0.2%
15
0.1%
LARGEST VALUES
499
188
0.2%
17
0.2%
498
203
0.2%
17
0.2%
497
161
0.2%
21
0.2%
496
190
0.2%
23
0.2%
495
201
0.2%
16
0.2%
494
198
0.2%
24
0.2%
493
176
0.2%
22
0.2%
492
180
0.2%
27
0.3%
491
191
0.2%
17
0.2%
490
178
0.2%
27
0.3%
489
191
0.2%
19
0.2%
488
179
0.2%
23
0.2%
487
181
0.2%
13
0.1%
486
169
0.2%
18
0.2%
485
175
0.2%
14
0.1%
2
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
14
0.01
26
-0.01
9
0.01
12
0.01
34
0.01
32
0.00
29
-0.00
15
0.00
37
0.00
47
0.00
4
0.00
52
0.00
28
0.00
31
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.00
MOST FREQUENT VALUES
409
225
0.2%
26
0.3%
230
221
0.2%
21
0.2%
79
219
0.2%
17
0.2%
162
216
0.2%
22
0.2%
1
215
0.2%
18
0.2%
26
214
0.2%
20
0.2%
62
212
0.2%
18
0.2%
404
212
0.2%
19
0.2%
227
212
0.2%
18
0.2%
2
211
0.2%
19
0.2%
185
209
0.2%
19
0.2%
386
209
0.2%
19
0.2%
178
209
0.2%
17
0.2%
276
207
0.2%
16
0.2%
487
206
0.2%
18
0.2%
SMALLEST VALUES
0
169
0.2%
17
0.2%
1
215
0.2%
18
0.2%
2
211
0.2%
19
0.2%
3
162
0.2%
25
0.2%
4
184
0.2%
20
0.2%
5
175
0.2%
16
0.2%
6
192
0.2%
30
0.3%
7
198
0.2%
21
0.2%
8
159
0.2%
24
0.2%
9
161
0.2%
20
0.2%
10
189
0.2%
25
0.2%
11
185
0.2%
28
0.3%
12
164
0.2%
24
0.2%
13
171
0.2%
26
0.3%
14
172
0.2%
18
0.2%
LARGEST VALUES
499
160
0.2%
24
0.2%
498
181
0.2%
22
0.2%
497
168
0.2%
20
0.2%
496
180
0.2%
15
0.1%
495
189
0.2%
16
0.2%
494
188
0.2%
16
0.2%
493
162
0.2%
21
0.2%
492
166
0.2%
15
0.1%
491
174
0.2%
16
0.2%
490
171
0.2%
20
0.2%
489
164
0.2%
16
0.2%
488
186
0.2%
20
0.2%
487
206
0.2%
18
0.2%
486
154
0.2%
30
0.3%
485
184
0.2%
21
0.2%
3
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
40
0.01
18
0.01
16
-0.01
48
0.01
25
-0.01
44
-0.01
17
-0.01
26
0.01
10
-0.00
45
0.00
1
-0.00
22
0.00
41
0.00
7
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.00
MOST FREQUENT VALUES
484
216
0.2%
21
0.2%
162
215
0.2%
22
0.2%
457
214
0.2%
16
0.2%
225
211
0.2%
28
0.3%
414
209
0.2%
15
0.1%
341
207
0.2%
18
0.2%
444
207
0.2%
22
0.2%
36
207
0.2%
19
0.2%
178
206
0.2%
23
0.2%
164
206
0.2%
32
0.3%
295
206
0.2%
23
0.2%
146
205
0.2%
15
0.1%
125
205
0.2%
18
0.2%
301
205
0.2%
25
0.2%
61
204
0.2%
18
0.2%
SMALLEST VALUES
0
190
0.2%
9
<0.1%
1
186
0.2%
18
0.2%
2
188
0.2%
22
0.2%
3
196
0.2%
17
0.2%
4
197
0.2%
29
0.3%
5
172
0.2%
23
0.2%
6
190
0.2%
22
0.2%
7
169
0.2%
16
0.2%
8
191
0.2%
23
0.2%
9
178
0.2%
27
0.3%
10
171
0.2%
22
0.2%
11
171
0.2%
22
0.2%
12
164
0.2%
22
0.2%
13
180
0.2%
20
0.2%
14
192
0.2%
24
0.2%
LARGEST VALUES
499
168
0.2%
16
0.2%
498
175
0.2%
18
0.2%
497
177
0.2%
16
0.2%
496
181
0.2%
24
0.2%
495
198
0.2%
17
0.2%
494
195
0.2%
23
0.2%
493
188
0.2%
21
0.2%
492
177
0.2%
16
0.2%
491
177
0.2%
21
0.2%
490
175
0.2%
23
0.2%
489
180
0.2%
13
0.1%
488
197
0.2%
21
0.2%
487
175
0.2%
30
0.3%
486
179
0.2%
17
0.2%
485
184
0.2%
16
0.2%
4
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
43
-0.01
40
-0.01
24
-0.01
36
-0.01
45
0.01
26
0.01
32
-0.01
38
-0.01
6
0.01
7
-0.00
41
0.00
0
-0.00
3
-0.00
31
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.00
MOST FREQUENT VALUES
449
224
0.2%
15
0.1%
347
219
0.2%
18
0.2%
171
218
0.2%
19
0.2%
292
216
0.2%
21
0.2%
138
216
0.2%
18
0.2%
298
216
0.2%
20
0.2%
81
215
0.2%
24
0.2%
142
212
0.2%
11
0.1%
311
211
0.2%
22
0.2%
361
208
0.2%
19
0.2%
65
207
0.2%
15
0.1%
478
207
0.2%
24
0.2%
425
207
0.2%
21
0.2%
419
206
0.2%
14
0.1%
364
205
0.2%
17
0.2%
SMALLEST VALUES
0
192
0.2%
17
0.2%
1
157
0.2%
18
0.2%
2
180
0.2%
25
0.2%
3
169
0.2%
20
0.2%
4
176
0.2%
24
0.2%
5
196
0.2%
18
0.2%
6
163
0.2%
24
0.2%
7
192
0.2%
10
0.1%
8
179
0.2%
18
0.2%
9
174
0.2%
19
0.2%
10
170
0.2%
28
0.3%
11
175
0.2%
14
0.1%
12
171
0.2%
19
0.2%
13
186
0.2%
27
0.3%
14
176
0.2%
24
0.2%
LARGEST VALUES
499
185
0.2%
27
0.3%
498
155
0.2%
25
0.2%
497
186
0.2%
23
0.2%
496
169
0.2%
14
0.1%
495
203
0.2%
18
0.2%
494
186
0.2%
14
0.1%
493
201
0.2%
23
0.2%
492
160
0.2%
23
0.2%
491
184
0.2%
19
0.2%
490
153
0.2%
23
0.2%
489
174
0.2%
26
0.3%
488
178
0.2%
23
0.2%
487
184
0.2%
16
0.2%
486
200
0.2%
22
0.2%
485
161
0.2%
25
0.2%
5
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
43
-0.01
0
-0.01
32
0.01
34
-0.01
26
0.01
35
0.01
45
-0.01
24
0.01
52
0.00
28
-0.00
9
0.00
50
0.00
48
-0.00
25
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.00
MOST FREQUENT VALUES
47
226
0.3%
24
0.2%
424
219
0.2%
23
0.2%
333
217
0.2%
25
0.2%
360
213
0.2%
13
0.1%
472
210
0.2%
23
0.2%
444
210
0.2%
19
0.2%
322
210
0.2%
21
0.2%
378
209
0.2%
21
0.2%
429
209
0.2%
25
0.2%
39
208
0.2%
14
0.1%
310
207
0.2%
16
0.2%
153
207
0.2%
13
0.1%
345
206
0.2%
26
0.3%
289
206
0.2%
12
0.1%
379
206
0.2%
16
0.2%
SMALLEST VALUES
0
185
0.2%
21
0.2%
1
183
0.2%
25
0.2%
2
167
0.2%
25
0.2%
3
165
0.2%
27
0.3%
4
192
0.2%
18
0.2%
5
174
0.2%
22
0.2%
6
163
0.2%
19
0.2%
7
194
0.2%
20
0.2%
8
181
0.2%
28
0.3%
9
190
0.2%
17
0.2%
10
168
0.2%
21
0.2%
11
182
0.2%
29
0.3%
12
194
0.2%
11
0.1%
13
166
0.2%
15
0.1%
14
180
0.2%
22
0.2%
LARGEST VALUES
499
168
0.2%
15
0.1%
498
185
0.2%
21
0.2%
497
189
0.2%
19
0.2%
496
193
0.2%
15
0.1%
495
192
0.2%
15
0.1%
494
184
0.2%
14
0.1%
493
156
0.2%
23
0.2%
492
202
0.2%
23
0.2%
491
167
0.2%
24
0.2%
490
181
0.2%
26
0.3%
489
182
0.2%
24
0.2%
488
200
0.2%
27
0.3%
487
174
0.2%
18
0.2%
486
178
0.2%
20
0.2%
485
173
0.2%
18
0.2%
6
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
0
0.01
9
-0.01
34
-0.01
20
0.01
32
0.01
14
-0.01
33
-0.01
4
0.01
46
0.01
16
-0.00
31
0.00
43
0.00
1
0.00
5
-0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.94
MOST FREQUENT VALUES
-0.0
903
1.0%
101
1.0%
-8.831760866327848
527
0.6%
55
0.6%
-8.54400374531753
523
0.6%
66
0.7%
-1.4142135623730951
507
0.6%
56
0.6%
9.9498743710662
504
0.6%
44
0.4%
2.6457513110645907
501
0.6%
60
0.6%
5.291502622129181
490
0.5%
49
0.5%
-5.656854249492381
489
0.5%
61
0.6%
-9.1104335791443
484
0.5%
42
0.4%
3.1622776601683795
481
0.5%
44
0.4%
-6.782329983125268
481
0.5%
39
0.4%
4.69041575982343
480
0.5%
44
0.4%
9.848857801796104
480
0.5%
38
0.4%
8.12403840463596
479
0.5%
50
0.5%
8.774964387392123
479
0.5%
42
0.4%
SMALLEST VALUES
-9.9498743710662
453
0.5%
46
0.5%
-9.899494936611664
456
0.5%
54
0.5%
-9.848857801796104
471
0.5%
54
0.5%
-9.797958971132712
465
0.5%
53
0.5%
-9.746794344808963
439
0.5%
53
0.5%
-9.69535971483266
431
0.5%
53
0.5%
-9.643650760992957
468
0.5%
47
0.5%
-9.591663046625438
404
0.4%
47
0.5%
-9.539392014169456
470
0.5%
58
0.6%
-9.486832980505138
436
0.5%
59
0.6%
-9.433981132056603
414
0.5%
47
0.5%
-9.38083151964686
476
0.5%
53
0.5%
-9.327379053088816
401
0.4%
50
0.5%
-9.273618495495704
452
0.5%
49
0.5%
-9.219544457292889
410
0.5%
53
0.5%
LARGEST VALUES
9.9498743710662
504
0.6%
44
0.4%
9.899494936611664
416
0.5%
54
0.5%
9.848857801796104
480
0.5%
38
0.4%
9.797958971132712
460
0.5%
49
0.5%
9.746794344808963
460
0.5%
42
0.4%
9.69535971483266
430
0.5%
42
0.4%
9.643650760992957
421
0.5%
44
0.4%
9.591663046625438
451
0.5%
39
0.4%
9.539392014169456
419
0.5%
64
0.6%
9.486832980505138
460
0.5%
56
0.6%
9.433981132056603
430
0.5%
48
0.5%
9.38083151964686
464
0.5%
65
0.7%
9.327379053088816
443
0.5%
38
0.4%
9.273618495495704
474
0.5%
46
0.5%
9.219544457292889
438
0.5%
54
0.5%
7
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
target
0.01
51
0.01
20
0.01
9
-0.01
0
0.01
39
-0.01
15
-0.01
14
0.01
28
0.01
1
0.01
10
-0.01
26
-0.01
43
-0.01
11
0.01
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
8
0.00
MOST FREQUENT VALUES
0.107471738043646
1
<0.1%
0
0.0%
0.0507550537455827
1
<0.1%
0
0.0%
0.5835101816669663
1
<0.1%
0
0.0%
0.0670234371767914
1
<0.1%
0
0.0%
0.4146673006231509
1
<0.1%
0
0.0%
0.9056522278060868
1
<0.1%
0
0.0%
0.0401122797530177
1
<0.1%
0
0.0%
0.0652771737827038
1
<0.1%
0
0.0%
0.065239570997889
1
<0.1%
0
0.0%
0.3781202068350922
1
<0.1%
0
0.0%
0.9669785917836292
1
<0.1%
0
0.0%
0.4902337518186002
1
<0.1%
0
0.0%
0.8058298054692088
1
<0.1%
0
0.0%
0.0370094992747169
1
<0.1%
0
0.0%
0.0427353621637216
1
<0.1%
0
0.0%
SMALLEST VALUES
1.4249434308055696e-05
1
<0.1%
0
0.0%
1.643479291146832e-05
1
<0.1%
0
0.0%
1.8572421467411004e-05
1
<0.1%
0
0.0%
2.652709704875633e-05
1
<0.1%
0
0.0%
2.676937587153816e-05
1
<0.1%
0
0.0%
2.8571909638230863e-05
1
<0.1%
0
0.0%
3.187901917156566e-05
1
<0.1%
0
0.0%
3.9924994702289496e-05
1
<0.1%
0
0.0%
4.052523805242458e-05
1
<0.1%
0
0.0%
4.3310303670551775e-05
1
<0.1%
0
0.0%
6.280928678492614e-05
1
<0.1%
0
0.0%
6.613918500875116e-05
1
<0.1%
0
0.0%
7.625407970124343e-05
1
<0.1%
0
0.0%
7.970627256526086e-05
1
<0.1%
0
0.0%
8.573329275485264e-05
1
<0.1%
0
0.0%
LARGEST VALUES
0.9999872586740892
1
<0.1%
0
0.0%
0.999948371189994
1
<0.1%
0
0.0%
0.9999445455406965
1
<0.1%
0
0.0%
0.9999311728892196
1
<0.1%
0
0.0%
0.9999307504672572
1
<0.1%
0
0.0%
0.9999299908595844
1
<0.1%
0
0.0%
0.9999261145082984
1
<0.1%
0
0.0%
0.9999215378379916
1
<0.1%
0
0.0%
0.9999144335303214
1
<0.1%
0
0.0%
0.999911853685184
1
<0.1%
0
0.0%
0.9998954424350188
1
<0.1%
0
0.0%
0.9998918169490773
1
<0.1%
0
0.0%
0.9998884481863684
1
<0.1%
0
0.0%
0.9998860257891948
1
<0.1%
0
0.0%
0.999883493998624
1
<0.1%
0
0.0%
8
MISSING:
---
---
TOP CATEGORIES
target (avg)
0
45,073
50%
5,078
51%
50.0
1
44,927
50%
4,922
49%
50.0
ALL
90,000
100%
10,000
100%
50.0
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
8
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON 8:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)